Data Modernization Services

Future-Ready Data Modernization

How companies manage, access, and trust their data has become the difference between tackling chaos and commanding the future. Yet for many organizations, their data estate remains woefully unprepared to serve the modern business — fragmented across platforms, riddled with inaccuracies, siloed within teams, and weighed down by manual processes.

Data modernization is not about upgrades and tools replacements. Rather, it’s about a strategic shift to connect the people who rely on insights with a modernized data estate to build scalability, strengthen trust, and unlock higher performance.

At SQA Group, we partner with the leaders who are fueled to move beyond simply “managing” data to establishing future-ready data foundations. Those who understand that a strong data estate paves the way to smarter, faster decision making. And those who ultimately want to position their organizations to not just adapt to the future, but to architect it through the lens of data and insights.

Helping leaders who need to

Overcome data silos and fragmentation
Advance AI & ML impact and speed
Implement strong data governance
Replace manual processes with automation
Close skills gaps and enhance confidence

Protect against the rise of shadow data
Migrate to the cloud, replace legacy systems
Expedite and improve decision making
Modernize technical systems and tools
Craft stronger approaches to integration

Testimonial

"When partnering with SQA Group, the full weight of their solutions team — made of competent, congenial individuals — is evident. The SQA Group relationship increases the productivity of my staff, as our support is always available and my staff are more decisive knowing their decisions can be vetted by experts. The team provides excellent ‘knowledge transfer’ so we both get issues resolved and understand the nature of the solution, so much so that we also partner with SQA Group for ongoing data modernization training as well as support."

John Spang, Director for Data Reporting, Boston College

Core service capabilities include...

Data Strategy & Architecture

Whether you’re at the beginning of crafting an enterprise data strategy, or in a period of re-calibration, tap us to establish, refine, or modernize your roadmap for data vision, strategy, management, quality, metrics, and governance. A fit-for-purpose data strategy (schedule your consult here) that not only accounts for the role data needs to play today, but where it needs to help you get tomorrow.

Data Integration (ELT/ETL)

Positioning your data as a trusted, dependable teammate is essential, especially when proving to non-technical leaders the art of the possible when it comes to data. We help you design and implement modern integration pipelines that bring together disparate sources into a single source of truth. From selecting the right ELT/ETL approach to automating workflows, we ensure your data is unified, accurate, and readily available.

Cloud Migration

Legacy systems weren’t built for the speed, scale, and demands of today’s business. At SQA Group, we help you transition to modern, scalable data platforms that unlock scalability, flexibility, and cost efficiency. Whether re-platforming, re-architecting, or optimizing your data estate in the cloud, we ensure minimal disruption, maximum performance, and a future-ready foundation that grows with your organization.

AI & Advanced Analytics

Position your organization to move far beyond descriptive analytics and unlock the power of machine learning and automation for deeper insights. Against our bedrock belief that there is no AI without AI, we ensure your estate is clean, well-governed, and properly structured so that you’re not just doing AI for AI’s sake but rather building the foundation that allows AI to thrive. Dive deeper into our approach to AI by clicking here.

Data Governance

Perhaps one of the most important components in powering your strategy, data governance is essential in ensuring your data is accurate, secure, compliant, and available. We help you structure data governance to move strategy forward, from identifying key owners across your organization to creating policies and processes for tracking and keeping compliance and security top of mind. Ensuring governance is positioned as an enabler of innovation.

Modernization Matchmaker

Choosing the right stack can be overwhelming with so many platforms, tools, and vendors. SQA Group’s Modernization Matchmaker is a vendor-neutral solution that helps you identify, assess, and prepare to implement the best-fit ecosystem for your organization — spanning cloud data platforms, ingestion and ELT/ETL, orchestration, governance, MDM, BI layers, and AI/ML enablement. Keeping your people at the center, we guide your teams through the selection process.

Additional Resources

2 Sides of the Coin; Humanization

The other side of data modernization? Humanization. Dive deeper into the how

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Tips for Remarkable Data Leadership

Drive meaningful wins with data, by diving into five core leadership pillars

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Next-Gen Metric, AI Preparedness

Assess how well-positioned your org is to adopt, scale, and drive value from AI

Dive In

The Quest to Net-Zero Tech Debt

The race to “net zero technical debt” is here, fueled by data and powered via analytics

Data Estate Modernization